xweihua's repositories
DeepUnderstandingOfDeepLearning
Python code accompanying the course "A deep understanding of deep learning (with Python intro)"
PiML-Toolbox
PiML (Python Interpretable Machine Learning) toolbox for model development and validation
arcgis-python-api
Documentation and samples for ArcGIS API for Python
surgeo_bisg
Open Source Proxy Demographic module written in Python
shap
A unified approach to explain the output of any machine learning model.
Medium-Blog
Code files for my medium blog
Adversarial-Debiasing
Implementation of Adversarial Debiasing in PyTorch to address Gender Bias
censusgeocode
Python wrapper for the US Census Geocoder
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
diabetes_readmission
Predicting hospital readmission for patients with diabetes
Learn-Pandas
Tutorials on how to use pandas effectively to do data analysis
machine-learning-project-walkthrough
An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!
models
Models and examples built with TensorFlow
AppliedML_Python_Coursera
Material and note of the course of Applied ML in Python
notes_on_data_science_machine_learning_and_artificial_intelligence
A site and book project on using data science techniques for political and social phenomena.
Analytics_Vidhya
Codes related to activities on AV including articles, hackathons and discussions.